The Evidence on Teaching

Explore the evidence

8 of 88 decisions · clear everything

Survives the gold standardIndependent, durable, rigorousThe debunked shelfCheap winsFor parents at homeFamous numbers, deflatedWhere we admit ignoranceThe terrain
evidencealldrop DA–BA only
evaluatoranyno dev-ledindependent
durabilityanyfollow-up≥1yr≥2yr
what are these? →
sortconfidencerobustfragileA–Z
domain
verdict
confidence
layer
Your situation · from the applicability layer — absence means “not yet assessed,” never “doesn’t apply”
who's delivering
  • nothing assessed yet
group / setting
  • nothing assessed yet
cost
  • nothing assessed yet
outcome class
  • nothing assessed yet

Testing yourself beats rereading — robust in real classrooms; honest durable size ~0.1–0.3 SD, biggest after delay, thinnest on transfer.

strong supportconf: highgc: low
10/1018/48connected:Feedback and formative assessmentMastery learning (teach → test → rSpaced (distributed) practice

Retrieval practice (the testing effect) · practice · ages 8–18 · method

Spacing beats massing at equal total time — the most robust finding in learning science. Space repetitions at ~10–20% of how long you need to remember.

strong supportconf: highgc: low
7/712/48connected:Interleaving (mixing problem typesMath-fact fluency and timed practiRetrieval practice (the testing ef

Spaced (distributed) practice · practice · ages 6–18 · method

Physical capacity is about as heritable as cognitive ability (~60%, no shared environment). Whether trainability is a stable trait remains unproven — the skeptics are winning.

strong supportconf: highgc: low
14/1436/48connected:How should a school run its classrDoes working-memory or brain trainCan executive function be trained,Does teaching a growth mindset rai+4

Talent and trainability — what is heritable, and what that does not license · talent · ages 4–18 · input

High-dosage tutoring is education's most reliable lever: ~0.29 SD in trials, ~0.2 well-scaled — not Bloom's 2σ. Groups of 3–4 work; 1:1 is unnecessary.

strong supportconf: highgc: low
18/1830/48connected:Class-size reductionDoes educational technology raise The parent as instructorSchool spending, charters, and wha

Tutoring — the honest effect, the Bloom 2-sigma myth, and what survives scale · tutoring · ages 5–18 · method

The 10,000-hour rule is dead: practice explains ~14% of performance variance, is itself heritable, and identical twins 20,000 hours apart didn't differ. Necessary, insufficient.

mixedconf: highgc: medium
8/836/48connected:Does teaching music produce musica

Deliberate practice and the 10,000-hour rule · deliberate-practice · ages 6–18 · method

Feedback on the task helps modestly; feedback on the person backfires — a stable third of studies reverse. The famous 0.4–0.7 number has no computed source.

mixedconf: highgc: low
18/1812/48connected:Retrieval practice (the testing efDoes teaching music produce musicaPlacement and mastery diagnosis

Feedback and formative assessment · feedback · ages 5–18 · method

Mastery learning moves tests of what it taught (~0.25) and barely moves independent measures (~0.05) — and time-to-mastery gaps widen, converting ability differences into time.

mixedconf: highgc: low
6/69/48connected:Does educational technology raise Retrieval practice (the testing efPlacement and mastery diagnosis

Mastery learning (teach → test → reteach to criterion → advance) · mastery · ages 6–18 · method

Most measured 'home environment' effects are parents' genes: three-quarters of parent-child transmission isn't rearing, and a whole better childhood buys ~4 IQ points.

mixedconf: highgc: low
12/1236/48connected:The parent as instructor

The early home environment — what parents can and cannot causally move · early-childhood · ages 4–10 · input

The URL is the state — any view you build here is a permalink you can hand to someone mid-argument.